AI-Driven Prediction of Symptom Trajectories in Cancer Care: A Deep Learning Approach for Chemotherapy Management

AI-Driven Prediction of Symptom Trajectories in Cancer Care: A Deep Learning Approach for Chemotherapy Management

This study presents an advanced method for predicting symptom escalation in chemotherapy patients using Long Short-Term Memory (LSTM) networks and Convolutional Neural Networks (CNNs). The accurate prediction of symptom escalation is critical in cancer care to enable timely interventions and improve...

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Bibliographic Details
Main Authors: Joseph Finkelstein, Aref Smiley, Christina Echeverria, Kathi Mooney
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Bioengineering
Subjects:
symptom prediction
deep learning
chemotherapy
symptom management
Online Access:https://www.mdpi.com/2306-5354/11/11/1172
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